T2I Generation

T2I: Text-to-Image

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23 papers in the last four weeks, up 156% on the four weeks before. 0.2% of all new papers.

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  1. CAT-Flow: Curvature-Adaptive sTeps for Flow Matching

    Sep 1, 2026Qinchan Li, Pedro Cisneros-Velarde, Keru Fu +3Flow MatchingT2I Generation

    Simon Fraser University · VMware Research

  2. SpatialGuard: Harness-Guided Verifiable Spatial Reasoning for Text-to-Image Generation

    Sep 1, 2026Ziyun Qian, Zizhi Chen, Yizhou Liu +33D Spatial ReasoningT2I Generation

    College of Intelligent Robotics and Advanced Manufacturing, Fudan University · Fysics Intelligence Technologies Co., Ltd. (Fysics AI)

  3. CANVAS: Consistency-Aware Navigation via Visual Adaptive Sampling for Long-Context Text-to-SVG Generation

    Aug 31, 2026Yichen Wu, Haoxuan Qu, Yihang Lou +2T2I GenerationAdaptive Sampling

    University of Nottingham · Lancaster University · Peking University

  4. ImageEval 2026: Culturally Grounded Arabic Multimodal Evaluation

    Aug 31, 2026Samir Abdaljalil, Hunzalah Hassan Bhatti, Ahlam Bashiti +11Hallucination DetectionT2I Generation

    Texas A&M University · Qatar Computing Research Institute, Qatar · Birzeit University, Palestine +2

  5. On the Limitations of Cross-Lingual Consistency in Multilingual Text-to-image Generation

    Aug 11, 2026Sicheng Zhang, Zhonghao Yan, Binzhu Xie +4T2I GenerationT2I Generation Evaluation

    Khalifa University · Queen Mary University of London · The Chinese University of Hong Kong +3

  6. JustLLMGRPO: Radiographic Control for Chest X-Ray Generation

    Aug 8, 2026Pengxiang Cai, Xiaohan Li, Anglin Liu +3T2I GenerationRL for Image Generation

    The Hong Kong University of Science and Technology (Guangzhou)

  7. Beyond Starry Night: Shortcut-Aware Control-State Planning for Artist-Grounded Text to Image Generation

    Aug 7, 2026Kuan Xing, Ye Wang, Changyi Gan +4T2I GenerationImage Generation

    Jilin University · Adobe · University of Wisconsin

  8. Energy-Guided Flow Matching

    Aug 6, 2026Haoyang Tong, Yu He, Fang Li +6Flow MatchingConditional Image Generation

    MAIS & NLPR, CASIA · JD.com · Xi'an Jiaotong University +1

  9. Can Text-to-Image Models Draw from the Right Frame of Reference?

    Aug 4, 2026Zheyuan Gu, Ruihang Li, Yong Huang +5Vision-Language ModelsT2I Generation

    1ERNIE Team, Baidu Inc. · 2Peking University

  10. Any-OPD: Heterogeneous On-Policy Distillation for Flow-Matching Models via Representation-Space Bridging

    Aug 4, 2026Siming Fu, Zheming Fu, Ruizhe He +7Flow MatchingDiffusion Model Distillation

    1Joy Future Academy · 2Zhejiang University

  11. Test-Time Scaling for Safe Text-Guided Image Generation via Intermediate Clean Estimates

    Aug 4, 2026Jinya Sakurai, Shueicheng Yan, Xun XuTest-Time OptimizationT2I Generation

    1Nanyang Technological University · 2National University of Singapore · Institute of Advanced Intelligence and Computing (IAIC), A*STAR +1

  12. Rectify Then Diffuse: Disentangling Concepts Before Denoising Trajectory Unfolds

    Aug 4, 2026Ning Zhu, An Chen, Mengfei Zhao +4T2I GenerationAttention Control in Diffusion Models

    Glasgow College, University of Electronic Science and Technology of China · School of Mathematical Sciences, University of Electronic Science and Technology of China

  13. CAPEval: A Decoupled Caption Evaluation across Understanding and Generation

    Aug 3, 2026Zhipeng Liu, Haochen Wang, Zhaoxiang ZhangImage CaptioningT2I Generation

    University of Chinese Academy of Sciences · Institute of Automation, Chinese Academy of Sciences

  14. Investigating Social Bias in Narrative Image Generation

    Aug 3, 2026Junyeong Park, Sowon Min, Euna Jang +5T2I GenerationDemographic Bias in T2I Models

    KAIST, South Korea

  15. Mind the Gap: Zero-Query Jailbreaks via Filter-Generator Discrepancy in Text-to-Image Systems

    Aug 2, 2026Wanguang Li, Zhaoxin Wang, Handing WangAdversarial Prompt GenerationT2I Generation

    School of Artificial Intelligence, Xidian University, Shaanxi, China

  16. Scaling Properties of Text Conditioning in Visual Generation

    Jul 31, 2026Zilong Chen, Chaorui Deng, Kunchang Li +2T2I GenerationCompositional T2I Generation

    ByteDance Seed

  17. GVR-Coder: A Visual-Feedback Framework for Structured SVG Generation in Complex Document and Meeting Scenarios

    Jul 30, 2026Yiming Xu, Jihua Kang, Chunsai Du +5Constrained Generative ModelingT2I Generation

    University of Science and Technology of China Hefei, Anhui, China · ByteDance Inc. Shanghai, China · Hefei University of Technology Hefei, Anhui, China

  18. ServerlessT2I: Efficient Text-to-Image Workflow Serving on a Serverless Platform

    Jul 29, 2026Xiaoxiao Jiang, Suyi Li, Sheng Yao +5Efficient Neural Network InferenceT2I Generation

    Hong Kong University of Science and Technology · Alibaba Group

  19. Detecting CSAM Text-to-Image LoRAs From Weights

    Jul 28, 2026David Demitri Africa, Cate Heine, Nadine Staes-Polet +1T2I GenerationLow-Rank Adaptation

    UK AI Security Institute

  20. OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation

    Jul 28, 2026Yajing Xu, Yarong Lan, Jiaoyan Chen +6T2I GenerationPrompt Optimization for T2I Generation

    Zhejiang University · The University of Manchester · The University of Edinburgh +1

  21. Harm is not Universal: Community-Specific Toxicity Detection is Urgently Needed

    Jul 27, 2026Xinnuo Xu, Anja Thieme, Daniela Massiceti +6T2I GenerationSafe T2I Generation

    Microsoft Research Cambridge, UK · Microsoft Paris, France

  22. FlowCTS: On-policy Continuous Trajectory Supervision of Flow Models

    Jul 27, 2026Kaiyang Ye, Yuan Ge, Junxiang Zhang +8T2I GenerationFlow-Based Generative Modeling

    Northeastern University · NiuTrans Research · Kunming University of Science and Technology

  23. PRISM: Prompt Refinement via Image-grounded Self-rewarding Mechanism for Text-to-Image Generation

    Jul 27, 2026Guo Tang, HongJie Luo, Tianxu Wang +2T2I GenerationRL for Image Generation

    Harbin Institute of Technology, Shenzhen · Sun Yat-sen University · South China University of Technology +1

  24. Contrastive Parameter Disentanglement for Multi-modal Remote Sensing Image Generation

    Jul 26, 2026Yu Zhang, Wenda Zhao, Haojun Tang +1T2I GenerationImage Generation

  25. One Rewrite to Fix Them All? Type-Aware Repair Allocation for Text-to-Image Prompt Optimization

    Jul 21, 2026Haoyue Liu, Xiaoyu Ma, Ye Chen +2T2I GenerationAutomatic Prompt Optimization

    School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen 518172, China · XJTU-POLIMI Joint School, Xi’an Jiaotong University, Xi’an 710049, China · Shenzhen Future Network of Intelligence Institute (FNii-Shenzhen)

  26. JAGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models

    Jul 20, 2026Ruiyi Ding, Jie Li, He Kang +3BackpropagationDiffusion Transformer

    1KlingAI Research · University of Science and Technology of China · 2Fudan University +2

  27. UniNDM: A Unified Noise-driven Detection and Mitigation Framework Against Sexual Content in Text-to-Image Generation

    Jul 18, 2026Yao Huang, Yitong Sun, Huanran Chen +8Diffusion Model GuidanceT2I Generation

    Institute of Artificial Intelligence, State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing 100191, China · School of Cyber Science and Technology, Shenzhen Campus of Sun Yat-Sen University, Shenzhen 518107, China

  28. ArtChart: Faithful Artistic Chart Generation with Integrated Text Rendering

    Jul 17, 2026Meijia Huang, Yingjie Yin, Shihao Wang +1Data VisualizationT2I Generation

    Ant Group

  29. Debiasing Text-to-Image Evaluation via Implicit Cultural Alignment Reward Modeling

    Jul 17, 2026Bo-An Chang, Yu-Chih ChenVLM EvaluationReward Modeling

    National Tsing Hua University, Hsinchu 300044, Taiwan · National Yang Ming Chiao Tung University, Hsinchu 300093, Taiwan

  30. Multi-Axis Max@K Reinforcement Learning for Representative Diversity in Text-to-Image Generation

    Jul 16, 2026Ku Onoda, Paavo Parmas, Hiroki Furuta +4T2I GenerationRL for Image Generation

    The University of Tokyo